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Automation Risk Analysis

Will “Certified Nurse Assistant (CNA)” be Automated?

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AI Exposure Risk

46%

“Certified Nurse Assistant (CNA)” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 46% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

45%

“Certified Nurse Assistant (CNA)” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 45% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Nursing Assistants, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Provide or assist with basic care or support under the direction of onsite licensed nursing staff. Perform duties such as monitoring of health status, feeding, bathing, dressing, grooming, toileting, or ambulation of patients in a health or nursing facility. May include medication administration and other health-related tasks. Includes nursing care attendants, nursing aides, and nursing attendants.

Avg. Annual Salary $41,270
Avg. Hourly Wage $19.84
Available Jobs (US) 1,388,430
Job Title & Hierarchy Code (SOC) Nursing Assistants #31-1131
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Nursing Assistants”

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Core Skills & Abilities

  • Communicate with patients to ascertain feelings or need for assistance or social and emotional support.

  • Turn or reposition bedridden patients.

  • Record vital signs, such as temperature, blood pressure, pulse, or respiration rate, as directed by medical or nursing staff.

  • Gather information from caregivers, nurses, or physicians about patient condition, treatment plans, or appropriate activities.

  • Restock patient rooms with personal hygiene items, such as towels, washcloths, soap, or toilet paper.

  • Measure and record food and liquid intake or urinary and fecal output, reporting changes to medical or nursing staff.

  • Change bed linens or make beds.

  • Assist nurses or physicians in the operation of medical equipment or provision of patient care.

  • Collect specimens, such as urine, feces, or sputum.

  • Apply clean dressings, slings, stockings, or support bandages, under direction of nurse or physician.

  • Transport specimens, laboratory items, or pharmacy items, ensuring proper documentation and delivery to authorized personnel.

  • Provide physical support to assist patients to perform daily living activities, such as getting out of bed, bathing, dressing, using the toilet, standing, walking, or exercising.

  • Set up treating or testing equipment, such as oxygen tents, portable radiograph (x-ray) equipment, or overhead irrigation bottles, as directed by a physician or nurse.

  • Wash, groom, shave, or drape patients to prepare them for surgery, treatment, or examination.

  • Supply, collect, or empty bedpans.

  • Exercise patients who are comatose, paralyzed, or have restricted mobility.

  • Feed patients or assist patients to eat or drink.

  • Clean and sanitize patient rooms, bathrooms, examination rooms, or other patient areas.

  • Administer medications or treatments, such as catheterizations, suppositories, irrigations, enemas, massages, or douches, as directed by a physician or nurse.

  • Provide information, such as directions, visiting hours, or patient status information to visitors or callers.

  • Stock or issue medical supplies, such as dressing packs or treatment trays.

  • Lift or assist others to lift patients to move them on or off beds, examination tables, surgical tables, or stretchers.

  • Review patients' dietary restrictions, food allergies, and preferences to ensure patient receives appropriate diet.

  • Position or hold patients in position for surgical preparation.

  • Transport patients to treatment units, testing units, operating rooms, or other areas, using wheelchairs, stretchers, or moveable beds.

  • Observe or examine patients to detect symptoms that may require medical attention, such as bruises, open wounds, or blood in urine.

  • Prepare or serve food trays.

  • Answer patient call signals, signal lights, bells, or intercom systems to determine patients' needs.

  • Record height or weight of patients.

  • Undress, wash, and dress patients who are unable to do so for themselves.

  • Remind patients to take medications or nutritional supplements.

  • Explain medical instructions to patients or family members.

  • Document or otherwise report observations of patient behavior, complaints, or physical symptoms to nurses.

Technologies & Software

  • Telemetry software
  • ChatGPT (OpenAI)
  • MEDITECH software
  • GE Healthcare Centricity EMR
  • YouTube
  • Epic Systems
  • Medical condition coding software
  • FaceTime
  • Microsoft Outlook
  • Web browser software
  • Microsoft Office software
  • Health information database software
  • Gemini for Workspace
  • Apache Spark
  • Microsoft Copilot
  • Medical record charting software
  • PointClickCare healthcare software
  • Microsoft Word
  • Nuance DAX (Microsoft)
  • Microsoft Excel
  • Medical procedure coding software
  • Billing software
  • Anti-embolism elastic stockings
  • Blood glucometers
  • Therapeutic hot packs
  • Oxygen nasal cannulas
  • Urinals
  • Desktop computers
  • Automated external defibrillators AED
  • Oxygen therapy equipment
  • Oral thermometers
  • Patient transport wheelchairs
  • Electronic patient thermometers
  • Laptop computers
  • Multi-line telephone systems
  • Oxygen masks
  • Foot boards
  • Electronic stethoscopes
  • Patient transfer boards
  • Rectal thermometers
  • Gait belts
  • Urinary catheters
  • Orthopedic splint sets
  • Bladder ultrasounds
  • Hospital intercom equipment
  • Patient bed scales
  • Bed cradles
  • Therapeutic cold packs
  • Patient arm slings
  • Incentive spirometers
  • Adjustable hospital beds
  • Mechanical stethoscopes
  • Medical scales
  • Tympanic thermometers
  • Urinalysis test strips
  • Specimen collection containers
  • Shower chairs
  • Patient limb restraints
  • Personal computers
  • Clinical trapeze traction bars
  • Protective patient restraints
  • Steam sterilizers
  • Automated blood pressure cuffs
  • Manual blood pressure equipment
  • Crutches
  • Hydraulic patient lifts
  • Oxygen tanks
  • Medical examination protective gloves
  • Pulse oximeters
  • Safety razors
  • Medical gurneys
  • Oxygen tents
  • Patient walkers
  • Hospital bedpans
  • Photocopying equipment
  • Walking canes